preparing online docs

.gitignore

@@ -1 +1,26 @@
 __pycache__
+*.swp
+*.pyc
+.rope*
+.idea/
+notebooks/.ipynb_checkpoints/
+.DS_Store
+.ipynb_checkpoints/
+*.bak
+.eggs/
+*.egg-info/
+
+# Packages
+*.egg
+*.egg-info
+dist
+build
+eggs
+parts
+bin
+var
+sdist
+develop-eggs
+.installed.cfg
+lib
+lib64

doc/Makefile

@@ -0,0 +1,24 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line.
+SPHINXOPTS    =
+SPHINXBUILD   = sphinx-build
+SPHINXPROJ    = mgwr
+SOURCEDIR     = .
+BUILDDIR      = _build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+clean:
+	rm -rf $(BUILDDIR)/*
+	rm -rf auto_examples/

doc/_static/pysal-styles.css

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+/* Make thumbnails with equal heights */
+@media only screen and (min-width : 481px) {
+    .row.equal-height {
+        display: flex;
+        flex-wrap: wrap;
+    }
+    .row.equal-height > [class*='col-'] {
+        display: flex;
+        flex-direction: column;
+    }
+    .row.equal-height.row:after,
+    .row.equal-height.row:before {
+        display: flex;
+    }
+
+    .row.equal-height > [class*='col-'] > .thumbnail,
+    .row.equal-height > [class*='col-'] > .thumbnail > .caption {
+        display: flex;
+        flex: 1 0 auto;
+        flex-direction: column;
+    }
+    .row.equal-height > [class*='col-'] > .thumbnail > .caption > .flex-text {
+        flex-grow: 1;
+    }
+    .row.equal-height > [class*='col-'] > .thumbnail > img {
+        width: 100%;
+        height: 200px; /* force image's height */
+
+        /* force image fit inside it's "box" */
+        -webkit-object-fit: cover;
+           -moz-object-fit: cover;
+            -ms-object-fit: cover;
+             -o-object-fit: cover;
+                object-fit: cover;
+    }
+}
+
+.row.extra-bottom-padding{
+    margin-bottom: 20px;
+}
+
+
+.topnavicons {
+    margin-left: 10% !important;
+}
+
+.topnavicons li {
+    margin-left: 0px !important;
+    min-width: 100px;
+    text-align: center;
+}
+
+.topnavicons .thumbnail {
+    margin-right: 10px;
+    border: none;
+    box-shadow: none;
+    text-align: center;
+    font-size: 85%;
+    font-weight: bold;
+    line-height: 10px;
+    height: 100px;
+}
+
+.topnavicons .thumbnail img {
+    display: block;
+    margin-left: auto;
+    margin-right: auto;
+}
+
+
+/* Table with a scrollbar */
+.bodycontainer { max-height: 600px; width: 100%; margin: 0; overflow-y: auto; }
+.table-scrollable { margin: 0; padding: 0; }

doc/_static/references.bib

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+%% This BibTeX bibliography file was created using BibDesk.
+%% http://bibdesk.sourceforge.net/
+
+%% Created for Wei Kang at 2018-08-05 16:12:26 -0700 
+
+
+%% Saved with string encoding Unicode (UTF-8) 
+
+
+
+@book{Press2007,
+	Address = {Cambridge},
+	Author = {Press, William H and Teukolsky, Saul A and Vetterling, William T and Flannery, Brian P},
+	Date-Added = {2018-06-12 22:53:57 +0000},
+	Date-Modified = {2018-06-12 22:54:05 +0000},
+	Edition = {3rd},
+	Keywords = {rank.py},
+	Publisher = {Cambridge Univ Pr},
+	Title = {Numerical recipes: the art of scientific computing},
+	Year = {2007}}

doc/api.rst

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+.. _api_ref:
+
+.. currentmodule:: mgwr
+
+API reference
+=============
+
+.. _gwr_api:
+
+GWR Model Estimation and Inference
+----------------------------------
+
+.. autosummary::
+   :toctree: generated/
+
+    mgwr.gwr.GWR
+    mgwr.gwr.GWRResults
+    mgwr.gwr.GWRResultsLite
+
+
+MGWR Estimation and Inference
+-----------------------------
+
+.. autosummary::
+   :toctree: generated/
+
+    mgwr.gwr.MGWR
+    mgwr.gwr.MGWRResults
+
+
+Utility Functions
+-----------------
+
+Kernal Specifications
+~~~~~~~~~~~~~~~~~~~~~
+
+.. autosummary::
+   :toctree: generated/
+
+    mgwr.kernel.fix_gauss
+    mgwr.kernel.